Publications

Conference Publications

2026

1. CONE: Embeddings for Complex Numerical Data Preserving Unit and Variable Semantics [PDF]
   Gyanendra Shrestha, Anna Pyayt, Michael Gubanov. (ACM SIGMOD 2026), (CORE A+ ranked).

2. Hemolix.Extract.V: LLM-based Information Extraction for Documents with AI-based Plan Selection [PDF]
   Todor Ivanov, Gyanendra Shrestha, Karthik Vemireddy, Anna Pyayt, Michael Gubanov. (ACM SIGMOD Companion 2026), (CORE A+ ranked).

2025

1. Scalable Tabular Hierarchical Metadata Classification in Heterogeneous Structured Large-scale Datasets using Contrastive Learning [PDF]
   Bhimesh Kandibedala^*, Gyanendra Shrestha^*, Anna Pyayt, Michael Gubanov IEEE International Conference on Data Engineering (ICDE 2025), (CORE A+ ranked, Accept Ratio: 19.8%).

2024

1. Tabular Embeddings for Tables with Bi-Dimensional Hierarchical Metadata and Nesting [PDF]
   Gyanendra Shrestha, Chutian Jiang, Sai Akula, Vivek Yannam, Anna Pyayt, Michael Gubanov
   International Conference on Extending Database Technology (EDBT 2025), (CORE A ranked).

^* Co-first authors